Könyv Model Predictive Control Basil Kouvaritakis

Model Predictive Control

Classical, Robust and Stochastic

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
30 225 Ft
For the first time, a textbook that brings together classical predictive control with treatment of u...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2015
oldal
384
EAN
9783319248516
ISBN
3319248510
Enbook ID
02820661
Súly
804
Méretek
246 x 166 x 21

Teljes leírás

For the first time, a textbook that brings together classical predictive control with treatment of up-to-date robust and stochastic techniques.§§Model Predictive Control describes the development of tractable algorithms for uncertain, stochastic, constrained systems. The starting point is classical predictive control and the appropriate formulation of performance objectives and constraints to provide guarantees of closed-loop stability and performance. Moving on to robust predictive control, the text explains how similar guarantees may be obtained for cases in which the model describing the system dynamics is subject to additive disturbances and parametric uncertainties. Open- and closed-loop optimization are considered and the state of the art in computationally tractable methods based on uncertainty tubes presented for systems with additive model uncertainty. Finally, the tube framework is also applied to model predictive control problems involving hard or probabilistic constraints for the cases of multiplicative and stoch§astic model uncertainty. The book provides:§§extensive use of illustrative examples;§sample problems; and§discussion of novel control applications such as resource allocation for sustainable development and turbine-blade control for maximized power capture with simultaneously reduced risk of turbulence-induced damage. §Graduate students pursuing courses in model predictive control or more generally in advanced or process control and senior undergraduates in need of a specialized treatment will find Model Predictive Control an invaluable guide to the state of the art in this important subject. For the instructor it provides an authoritative resource for the construction of courses.§§

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